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⚡ Bolt: [performance improvement] Disable YOLO verbose logging for faster loop inference #29

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⚡ Bolt: [performance improvement] Disable YOLO verbose logging for faster loop inference #29

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3 changes: 3 additions & 0 deletions .jules/bolt.md
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Original file line number Diff line number Diff line change
@@ -0,0 +1,3 @@
## 2024-05-15 - Ultralytics YOLO verbose=False

@coderabbitai coderabbitai Bot Apr 19, 2026

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⚠️ Potential issue | 🟡 Minor

Nit: heading date appears inaccurate.

The note is dated 2024-05-15, but this PR was opened on 2026-04-19. Consider updating the heading to the actual authoring date so the changelog-style notes remain a reliable timeline.

Proposed fix 
-## 2024-05-15 - Ultralytics YOLO verbose=False
+## 2026-04-19 - Ultralytics YOLO verbose=False
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
## 2024-05-15 - Ultralytics YOLO verbose=False
## 2026-04-19 - Ultralytics YOLO verbose=False
🤖 Prompt for AI Agents 
Verify each finding against the current code and only fix it if needed.

In @.jules/bolt.md at line 1, The markdown heading "## 2024-05-15 - Ultralytics
YOLO verbose=False" in .jules/bolt.md has an incorrect date; update that heading
to the actual authoring/PR date (e.g., change to "## 2026-04-19 - Ultralytics
YOLO verbose=False") so the changelog timeline remains accurate, and ensure the
date format matches other entries in the file.

**Learning:** By default, Ultralytics YOLO models log prediction details to stdout. In batch jobs or loops, this synchronous print blocking can cause significant performance overhead (tested 77s down to ~38s on batch of 20 images).
**Action:** Always add `verbose=False` to `model.predict()` in tight loops or large batch inferencing to avoid synchronous stdout blocking overhead.
2 changes: 2 additions & 0 deletions commonforms/inference.py
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Expand Up @@ -124,6 +124,7 @@ def extract_widgets(
conf=confidence,
augment=False,
imgsz=ONNX_IMAGE_SIZE,
verbose=False, # Bolt: disable logging to prevent stdout blocking
)
for p in pages
]
Expand All @@ -135,6 +136,7 @@ def extract_widgets(
augment=True,
imgsz=image_size,
device=self.device,
verbose=False, # Bolt: disable logging to prevent stdout blocking
)

widgets = {}
Expand Down